Fears around autonomous driving mostly center around what happens if the system fails.

On Monday at Tesla's "autonomous day," CEO Elon Musk tried to put those fears to rest.

"Any part of this could fail and the car will keep driving," Musk said. "The cameras could fail, the power circuits could fail, you could have one of the Tesla's self-driving computer chips fail, and the car keeps driving."